Forecasting US exports: An illustration using time series and econometric models

Forecasting exports efficiently enables policy makers to plan more appropriately and thus to help to improve the US balance of trade. Exports traditionally are forecast using econometric methods. This study focuses on a comparison of various simple time series models and an econometric model. The results show that simple time series techniques can forecast exports more accurately than can an econometric model. Future emphasis needs to be placed on complementary forecasting approaches, careful data analysis and understanding of the variables and forecasting environment.

[1]  Ronald L. Coccari Alternative Models for forecasting U.S. Exports , 1978 .

[2]  Spyros Makridakis,et al.  The art and science of forecasting An assessment and future directions , 1986 .

[3]  C. Nelson,et al.  Applied Time Series Analysis for Managerial Forecasting. , 1973 .

[4]  E. S. Gardner,et al.  FORECASTING WITH EXPONENTIAL SMOOTHING: SOME GUIDELINES FOR MODEL SELECTION , 1980 .

[5]  A Box-Jenkins Model for forecasting U.S. Merchandise Exports , 1982 .

[6]  Robert L. Winkler,et al.  The Accuracy of Extrapolation (Time Series) Methods , 1982 .

[7]  Robert L. Winkler,et al.  The accuracy of extrapolation (time series) methods: Results of a forecasting competition , 1982 .

[8]  Josef Lakonishok,et al.  A Study of Economists' Consensus Forecasts , 1983 .

[9]  Stephen K. McNees The role of macroeconometric models in forecasting and policy analysis in the united states , 1982 .

[10]  Spyros Makridakis,et al.  The future of forecasting , 1988 .

[11]  J. Scott Armstrong,et al.  Evaluation of Extrapolative Forecasting Methods: Results of a Survey of Academicians and Practitioners , 1982 .

[12]  Essam Mahmoud,et al.  Accuracy in forecasting: A survey , 1984 .

[13]  A. Zellner,et al.  Comments on time series analysis and causal concepts in business cycle research , 1975 .

[14]  V. Zarnowitz On the Accuracy and Properties of Recent Macroeconomic Forecasts , 1978 .

[15]  C. Nelson The Prediction Performance of the FRB-MIT-PENN Model of the U.S. Economy , 1972 .

[16]  C. Christ,et al.  Judging the Performance of Econometric Models of the U.S. Economy , 1975 .

[17]  Hans Levenbach,et al.  The modern forecaster : the forecasting process through data analysis , 1985 .

[18]  R. Fildes Quantitative Forecasting—the State of the Art: Econometric Models , 1985 .

[19]  G. V. Cox Evaluation of Economic Forecasts , 1930 .

[20]  Robert B. Litterman Forecasting with Bayesian Vector Autoregressions-Five Years of Experience , 1984 .

[21]  Gerhard Thury Macroeconomic forecasting in Austria: An analysis of accuracy , 1985 .

[22]  Stephen K. McNees Forecasting Accuracy of Alternative Techniques: A Comparison of U.S. Macroeconomic Forecasts , 1986 .